LOUHI.AISystems foundry

Machines that work while you don't.

You get the hours back and the work off your plate. You deal with me, not an account chain.

Forge active

One founder, full team ✦ Boring admin, automated ✦ Hours back, every week ✦ Built in weeks, not quarters ✦ One founder, full team ✦ Boring admin, automated ✦ Hours back, every week ✦ Built in weeks, not quarters ✦ One founder, full team ✦ Boring admin, automated ✦ Hours back, every week ✦ Built in weeks, not quarters ✦ One founder, full team ✦ Boring admin, automated ✦ Hours back, every week ✦ Built in weeks, not quarters ✦ One founder, full team ✦ Boring admin, automated ✦ Hours back, every week ✦ Built in weeks, not quarters ✦ One founder, full team ✦ Boring admin, automated ✦ Hours back, every week ✦ Built in weeks, not quarters ✦ One founder, full team ✦ Boring admin, automated ✦ Hours back, every week ✦ Built in weeks, not quarters ✦ One founder, full team ✦ Boring admin, automated ✦ Hours back, every week ✦ Built in weeks, not quarters ✦ One founder, full team ✦ Boring admin, automated ✦ Hours back, every week ✦ Built in weeks, not quarters ✦ One founder, full team ✦ Boring admin, automated ✦ Hours back, every week ✦ Built in weeks, not quarters ✦ One founder, full team ✦ Boring admin, automated ✦ Hours back, every week ✦ Built in weeks, not quarters ✦ One founder, full team ✦ Boring admin, automated ✦ Hours back, every week ✦ Built in weeks, not quarters ✦

Operations that run themselves

Self-learning agents

The repetitive operations come off your plate and onto a system that runs them, and sharpens the longer it runs. It retrains on measured outcomes: what converted, what a human corrected, what actually happened. Not its own output. A model fed its own guesses drifts. The version you launch is rarely the best one you run.

CRM agents
Lead routing
Support triage
RAG pipelines
Eval loops
Fine-tuning

FIG.01

Workflow automation

We take the loops that never needed a human off your team's plate: intake, routing, reporting, reconciliation. Mapped, automated, monitored. Your people keep the judgment calls. The machine keeps the rest.

Process mapping
API integrations
Reporting pipelines
Document parsing
Ops dashboards
Alerting

FIG.02

Software with the AI built in

AI-native web & product

A website or product where the intelligence is part of the build, not a chatbot bolted into the corner. Search that understands, support that answers, content that drafts itself. Next.js, type-safe, fast. The model is in the architecture from the first commit.

Next.js
TypeScript
Supabase
Vercel AI SDK
LLM search
i18n
SEO systems

FIG.03

INTAKE

One call. We map what should not be manual.

SCOPE

Fixed scope, fixed price, written down.

FORGE

Built in weeks, not quarters.

DEPLOY

Shipped into your stack. Monitored from day one.

LEARN

The system retrains on measured outcomes: what shipped, what worked, what got corrected. Never on its own guesses. This step never ends.

The proof is what you are looking at. This site, and the system behind it, are mine, built in-house. No borrowed case studies, no portfolio to take on faith. What you are reading is the work.

I run LOUHI alone, with four AI agents that do real work. Kaleva orchestrates, Ilmarinen builds, Sampo runs the outreach, Vipunen keeps the books. I supervise all four and answer for everything they do.

Engineering first, agency second. A production-systems background, Finnish origin, Cyprus operation, direct in both markets. The machines do what should never have been manual. The judgment stays with me.

In the Kalevala, Louhi commissioned the Sampo, a machine that ground out wealth on its own. I took the name as a spec, not a slogan.

Systems / status

What runs today, and what is on the anvil.

Codename	Domain	Status
SAMPO-01	Outreach, supervised	IN FORGE
KEHRÄ	Content & SEO pipeline	SPEC
AHJO	Internal ops automation	OPERATING
RAUTA	Classified	OPERATING

I run LOUHI alone. One founder, and a workforce of AI agents that do the real work. That is the whole company, and it is the point.

In the Kalevala, Louhi commissioned the Sampo to grind out wealth on its own. I commissioned a team:

KALEVAorchestrates the work
ILMARINENengineers and ships it
SAMPOruns the outreach
VIPUNENkeeps the books

I supervise all four. I answer for everything they do.

Full disclosure: got an email from Sampo? That was one of my agents. It found you, researched you, and wrote the note. I read it before it sent, and I read every reply myself. The machines do what should not be manual. The judgment stays with me.

You are not hiring an agency. You hire the person who built the machines, and you get the machines too.

Olavi Filpus

Founder · LOUHI

Meet the full workforce/teamin forge

Always on, never tired ✦ Automated ✦ Monitored ✦ Improved ✦ Always on, never tired ✦ Automated ✦ Monitored ✦ Improved ✦ Always on, never tired ✦ Automated ✦ Monitored ✦ Improved ✦ Always on, never tired ✦ Automated ✦ Monitored ✦ Improved ✦ Always on, never tired ✦ Automated ✦ Monitored ✦ Improved ✦ Always on, never tired ✦ Automated ✦ Monitored ✦ Improved ✦ Always on, never tired ✦ Automated ✦ Monitored ✦ Improved ✦ Always on, never tired ✦ Automated ✦ Monitored ✦ Improved ✦ Always on, never tired ✦ Automated ✦ Monitored ✦ Improved ✦ Always on, never tired ✦ Automated ✦ Monitored ✦ Improved ✦ Always on, never tired ✦ Automated ✦ Monitored ✦ Improved ✦ Always on, never tired ✦ Automated ✦ Monitored ✦ Improved ✦

Thirty seconds of questions. We reply within 24 hours.

or: hello@louhi.ai

RUNO 10 · KIRJOKANSI

LOUHI: self-learning AI agents, workflow automation and AI-native products. Limassol, Cyprus.

WHATWEFORGE

Operations that run themselves

Workflow automation

Software with the AI built in

HOWITRUNS

PROOF

Systems / status

THEFOUNDER

>LET'STALK